Mar 6 – 9, 2023
CERN
Europe/Zurich timezone

A simple introduction to accelerated computing

Mar 7, 2023, 1:30 PM
1h
31/3-004 - IT Amphitheatre (CERN)

31/3-004 - IT Amphitheatre

CERN

105
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Lecture Performance tuning and accelerated computing

Speaker

Charis Kleio Koraka (University of Wisconsin Madison (US))

Description

The use of hardware accelerators in High Energy Physics (HEP) is becoming increasingly popular since they are able to significantly reduce the computational time and CPU resources needed for processing and analyzing data. This lecture aims to familiarize the audience with the concept of hardware accelerators and parallel programming. In the first part of the lecture, the concept of accelerators, co-processors and heterogeneity will be discussed, with a focus on the Graphical Processing Unit (GPU). An overview of some of the current applications of GPUs in HEP will also be presented. The second part of the lecture will serve as an introduction to CUDA, a programming model designed for general computing on GPUs.

Domain : Parallel programming

Primary author

Charis Kleio Koraka (University of Wisconsin Madison (US))

Presentation materials